Agent-Based Modelling Laboratory, York University, Toronto, Ontario, Canada.
Institute of Mathematics, Statistics and Scientific Computing, University of Campinas, Campinas SP, Brazil.
Clin Infect Dis. 2021 Dec 16;73(12):2257-2264. doi: 10.1093/cid/ciab079.
Global vaccine development efforts have been accelerated in response to the devastating coronavirus disease 2019 (COVID-19) pandemic. We evaluated the impact of a 2-dose COVID-19 vaccination campaign on reducing incidence, hospitalizations, and deaths in the United States.
We developed an agent-based model of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission and parameterized it with US demographics and age-specific COVID-19 outcomes. Healthcare workers and high-risk individuals were prioritized for vaccination, whereas children under 18 years of age were not vaccinated. We considered a vaccine efficacy of 95% against disease following 2 doses administered 21 days apart achieving 40% vaccine coverage of the overall population within 284 days. We varied vaccine efficacy against infection and specified 10% preexisting population immunity for the base-case scenario. The model was calibrated to an effective reproduction number of 1.2, accounting for current nonpharmaceutical interventions in the United States.
Vaccination reduced the overall attack rate to 4.6% (95% credible interval [CrI]: 4.3%-5.0%) from 9.0% (95% CrI: 8.4%-9.4%) without vaccination, over 300 days. The highest relative reduction (54%-62%) was observed among individuals aged 65 and older. Vaccination markedly reduced adverse outcomes, with non-intensive care unit (ICU) hospitalizations, ICU hospitalizations, and deaths decreasing by 63.5% (95% CrI: 60.3%-66.7%), 65.6% (95% CrI: 62.2%-68.6%), and 69.3% (95% CrI: 65.5%-73.1%), respectively, across the same period.
Our results indicate that vaccination can have a substantial impact on mitigating COVID-19 outbreaks, even with limited protection against infection. However, continued compliance with nonpharmaceutical interventions is essential to achieve this impact.
为应对毁灭性的 2019 年冠状病毒病(COVID-19)大流行,全球疫苗研发工作加速推进。我们评估了两剂 COVID-19 疫苗接种活动对降低美国发病率、住院率和死亡率的影响。
我们开发了一种严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)传播的基于代理的模型,并使用美国人口统计学和特定年龄 COVID-19 结果对其进行参数化。医护人员和高危人群优先接种疫苗,而 18 岁以下的儿童则不接种疫苗。我们假设两剂疫苗间隔 21 天接种,每剂疫苗的效力为 95%,在 284 天内使总人口的疫苗接种覆盖率达到 40%。我们还考虑了疫苗对感染的效力,并为基本情况指定了 10%的人群预先存在的免疫力。该模型根据当前美国的非药物干预措施进行了校准,有效繁殖数为 1.2。
接种疫苗可将总体发病率从无疫苗接种时的 9.0%(95%可信区间[CrI]:8.4%-9.4%)降低至 4.6%(95% CrI:4.3%-5.0%),超过 300 天。在 65 岁及以上人群中观察到的相对减少率最高(54%-62%)。接种疫苗显著降低了不良结局,非重症监护病房(ICU)住院、ICU 住院和死亡人数分别减少了 63.5%(95% CrI:60.3%-66.7%)、65.6%(95% CrI:62.2%-68.6%)和 69.3%(95% CrI:65.5%-73.1%)。
我们的结果表明,即使对感染的保护作用有限,接种疫苗仍能对减轻 COVID-19 爆发产生重大影响。然而,要实现这一影响,继续遵守非药物干预措施至关重要。